General Object Recognition on ObjectNet 313 (test)
24.4Exact Match (EM)HyMOR-Gemma
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HyMOR-GemmaCategory=HyMOR framework2026.04 | 24.4 | 58.4 | 46.9 | |
| Gemma-3-4BCategory=General MLLMs2026.04 | 22.7 | 57.3 | 45.6 | |
| Finedefics-8BCategory=Fine-grained MLLMs2026.04 | 16.8 | 49.6 | 25.7 | |
| InternVL2.5-4BCategory=General MLLMs2026.04 | 14.7 | 48.9 | 31.7 | |
| HyMOR-QwenCategory=HyMOR framework2026.04 | 5.1 | 32.9 | 12 | |
| Qwen2.5-VL-3BCategory=General MLLMs2026.04 | 1.8 | 25.1 | 4.1 | |
| BioCLIPCategory=CLIP-based2026.04 | 0 | 17.4 | 0.1 | |
| SigLIPCategory=CLIP-based2026.04 | 0 | 17 | 0.1 | |
| SigLIP-FTCategory=CLIP-based2026.04 | 0 | 17.5 | 0.1 |